Triple
T12035609
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Nilotic languages |
E286529
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Lotuko–Maa languages
The Lotuko–Maa languages are a subgroup of Eastern Nilotic languages spoken in parts of South Sudan, Kenya, and Tanzania, including languages such as Maasai and Lotuko.
|
E962146
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Lotuko–Maa languages | Statement: [Eastern Nilotic languages, hasSubgroup, Lotuko–Maa languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lotuko–Maa languages Context triple: [Eastern Nilotic languages, hasSubgroup, Lotuko–Maa languages]
-
A.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
B.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
C.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
D.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
-
E.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lotuko–Maa languages Triple: [Eastern Nilotic languages, hasSubgroup, Lotuko–Maa languages]
Generated description
The Lotuko–Maa languages are a subgroup of Eastern Nilotic languages spoken in parts of South Sudan, Kenya, and Tanzania, including languages such as Maasai and Lotuko.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lotuko–Maa languages Target entity description: The Lotuko–Maa languages are a subgroup of Eastern Nilotic languages spoken in parts of South Sudan, Kenya, and Tanzania, including languages such as Maasai and Lotuko.
-
A.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
B.
Thura-Yura languages
Thura-Yura languages are a group of closely related Australian Aboriginal languages traditionally spoken in parts of South Australia.
-
C.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
D.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
-
E.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90408cbf0819093270c9833ef149a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49d7d453c8190a27c5feca8f38991 |
completed | May 1, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69f53d930714819080f92d223d930389 |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564ed64008190bfbeaf0991a7c2b8 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.